Clear security reviews. Close deals.
Your security team shouldn't spend weeks on repetitive vendor questionnaires.
Tribble drafts compliance-ready answers from your approved policies, SOC 2 evidence, and past responses every answer with a confidence score and a direct link to its source. Your team reviews. They don't rewrite.
Responses are informed by the full engagement context, so every answer addresses what the evaluator actually cares about not just what the question literally says.
Every answer links directly to the policy or certification it was drafted from. Your security team sees the evidence, not just the output.
Each draft carries a per-answer confidence score so your team knows exactly which answers need expert review and which are ready to ship.
Tribble checks every answer against every other answer in the questionnaire. Contradictions across 200+ items are flagged before you submit.
Compliance platforms collect evidence and monitor controls. Tribble answers the buyer questionnaires that follow by drafting from your approved evidence, policies, and prior responses.
Every answer ships with a confidence score and a direct link to the source document. Reviewers approve sourced answers, not AI guesswork. The consistency checker catches contradictions across your entire response before anyone sees it.
Salesforce, HubSpot, SharePoint, Google Drive, Confluence, Notion, Slack, Teams, Gong, and 40+ other tools. Expert routing sends flagged questions to the right SME via Slack or Teams. Deal context flows from your CRM automatically.
The right model depends on questionnaire volume, hours per review, deal size, and how much work can move from drafting to verification. Run your own numbers below.
| Capability | Tribble | Static RFP library | Legacy response platform |
|---|---|---|---|
| AI draft from knowledge base | ✓ Retrieval from governed sources with citations | ✓ Content library + AI draft assist | ✓ Content library + AI draft assist |
| Reviewer workflow | Source, confidence, owner, and audit context | Manual review after draft | Manual review after draft |
| Source attribution | ✓ Every answer linked to source doc | Manual reference | Manual reference |
| Confidence scoring | ✓ Per-answer confidence | No | No |
| Internal consistency check | ✓ Cross-answer contradiction detection | No | No |
| Expert routing (Slack/Teams) | ✓ Auto-routes by question type | Alert-based | Alert-based |
| CRM integration | ✓ Bidirectional (SF, HubSpot) | Salesforce, HubSpot + others | Salesforce, HubSpot + others |
| Learns from completed RFPs | ✓ Continuous learning loop | Library updates require upkeep | Library updates require upkeep |
| Migration approach | Guided setup around your approved evidence | Framework setup and evidence mapping | Framework setup and evidence mapping |
| SOC 2 Type II | ✓ | ✓ | ✓ |
General-purpose AI can't cite your SOC 2 report, reference your specific policies, or produce output your compliance team can sign off on.
| Tribble | DIY with ChatGPT / Claude | |
|---|---|---|
| Knowledge source | Your approved documents, past wins, SME-verified answers | Whatever you paste into the prompt window |
| Source attribution | ✓ Every answer links to the source document | No. You get an answer with no way to verify where it came from |
| Confidence scoring | ✓ Per-answer confidence score | No. The model is equally confident whether it's right or hallucinating |
| Learns from your wins | ✓ Gets smarter with every completed questionnaire | No memory between sessions. Starts from zero every time |
| Cross-answer consistency | ✓ Catches contradictions across 200+ answers | No. Question 47 can contradict question 12 and the model won't notice |
| Expert routing | ✓ Flags low-confidence answers to the right SME via Slack | You manually decide who reviews what |
| Compliance audit trail | ✓ SOC 2 Type II, full audit log per answer | Your compliance team cannot sign off on unattributed AI output |
| Format handling | ✓ XLSX, DOCX, PDF, portals. Parses structure automatically | You copy-paste questions one at a time |
| Total cost of ownership | Predictable platform license with guided onboarding | Months of prompt engineering, no audit trail, no consistency, no learning. Your best people become prompt babysitters |
General-purpose AI generates text. Tribble generates compliance-ready, sourced, auditable answers that security and compliance teams can review with the source trail intact.
The other side of the equation
A single unverified security claim an outdated policy, a misremembered certification scope can trigger a failed assessment. The evaluator stops. Procurement restarts. Your team starts over. The ROI calculator above shows what you gain. This is what you risk every time a questionnaire goes out without source-linked evidence.
See How Tribble Eliminates the RiskRelated Solutions
Enterprise Tech
Technical assessments and deal-stage proposals
DDQ Automation
Due diligence questionnaires with audit trails
Compliance platform comparison
Compliance systems collect evidence; Tribble turns approved evidence into sourced answers
Abridge Customer Story
A healthcare AI team moved security assessments faster with sourced answers and focused review
Bring a real questionnaire. We show you sourced, compliance-ready answers from your own policies. No prep, no commitment.
SOC 2 Type II · Source citations · SSO/RBAC · Expert routing